{"id":"W4400352265","doi":"10.2196/58356","title":"Intervention for the Management of Neuropsychiatric Symptoms to Reduce Caregiver Stress: Protocol for the Mindful and Self-Compassion Care Intervention for Caregivers of Persons Living With Dementia","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Mindfulness; Psychology; Caregiver stress; Dementia; Intervention (counseling); Self-compassion; Mood; Clinical psychology; Psychological intervention; Medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004395,0.002717749,0.003587446,0.001694908,0.004428212,0.001379356,0.002828511,0.003618421,0.04413978],"category_scores_gemma":[0.008773783,0.001836155,0.003010687,0.001312946,0.001607182,0.001379367,0.002199219,0.005508579,0.006533029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027444,"about_ca_system_score_gemma":0.01728374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800316,"about_ca_topic_score_gemma":0.009454354,"domain_scores_codex":[0.9938238,0.002859625,0.000883376,0.0007513179,0.0006470197,0.001035036],"domain_scores_gemma":[0.9949804,0.0009445192,0.0007113221,0.000461069,0.001619027,0.001283693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2227924,0.1735803,0.007899774,0.04127799,0.001319341,0.001458353,0.007717567,0.008140838,0.01267095,0.00645488,0.09415601,0.4225315],"study_design_scores_gemma":[0.5622577,0.1121778,0.04476367,0.01229547,0.001092171,0.0005726742,0.003449702,0.006665049,0.008669136,0.007284462,0.2400428,0.0007293292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002950091,0.00007717111,0.0009995764,0.00013189,0.00007724267,0.9945142,0.0005077764,0.00004240868,0.0006996406],"genre_scores_gemma":[0.001259432,0.00006288348,0.002144356,0.00006064685,0.0000116696,0.9961154,0.00009248405,0.000002008682,0.0002509299],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04413978,"threshold_uncertainty_score":0.1476622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386970819847961,"score_gpt":0.4834531482356211,"score_spread":0.3995834400371415,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}